Four classification schemes of adult motivation: current views and measures

Classification of perspectives on motivation and recommendations for measurement are provided. Motivation is classified into four broad categories: content theories, process theories, decision-making theories, and sustained-effort theories--drawing from different theories and measures. Recommendations on measurement are developed for each classification scheme of motivation.     

The given

The paper presents a brief survey of recent work by Metakides, Nerode and others in the area of effective algebra and makes some comments on the relation between formal presentations, characterizations, etc. of sets and of algebraic structures and their practical presentations.     

A comparison of three methods of fitting the normal ogive

The Mueller-Urban method of fitting the normal ogive is derived, and the inadequacies of its inherent assumptions are discussed. This and the unweighted least squares method are compared to the maximum likelihood solution which is shown to be very close to the ideal least squares solution. As an empirical demonstration of the superiority of the maximum likelihood solution, random ogives are fitted by all three methods and they are compared on the basis of the expected values and the standard errors of the estimates. It is concluded that the maximum likelihood solution is uniformly superior to the others in all respects.This research was done under Contract Nonr-248(55) between the Office of Naval Research and The Johns Hopkins University. This is Report No. 18 under that contract. Reproduction in whole or in part is permitted for any purpose of the United States Government. This paper is part of a dissertation submitted to The Johns Hopkins University. Part of this work was done while the author was a National Institutes of Health Research Fellow.Now at The Biometric Laboratory, The George Washington University. The author is indebted to Dr. Wendell R. Garner for his valuable advice and encouragement, and to Jerome Cornfield for several helpful discussions.     

Unitary classification in a comparison task

Sequential effects were used to diagnose whether elements in a two-object-comparison-task are represented as a perceptual unit or separately. The presence of sequential effects and absence of influences of individual elements on the subsequent trial in a successive comparison task favor the hypothesis that the elements in a pair are represented as a unit, and that a response is made to the perceptual unit. The patterns of responsetimes onsame anddifferent trials differed in-several ways; these suggested that the quality of the representations ofsame anddifferent trials may differ.     

The fitting resolution of anger

Philosophical Studies - How can we explain the rational diminution of backward-looking emotions (e.g., grief, regret, and anger) without resorting to pragmatic or wrong kind of reason explanations?...     

Visual memory as measured by classification and comparison tasks

One measure often used to indicate the existence of visual memory is visual priming, that is, faster responding to a stimulus physically identical to its predecessor than to one identical in name only. Walker and Marshall (1982) used visual priming within speeded classification tasks to demonstrate a visual memory effect that does not seem to require active visualization to prevent decay or to prevent being over-written by succeeding stimuli. This article presents six experiments with classification tasks that not only replicate Walker and Marshall's finding of a strong visual memory in the absence of visualization but also--contrary to their results--show visual priming even after an unpredictable intervening visual pattern. Four additional experiments with comparison tasks show visual priming effects only when stimulus-response contingencies remain consistent. Although this result seems to favor an explanation of the visual priming effect based on stimulus-response contingencies, it does not totally rule out explanations based on stimulus-identification processes, assuming that inconsistent stimulus-response contingencies interfere with the benefits that stimulus repetition may have on stimulus identification.     

Unitary classification in a comparison task.

Sequential effects were used to diagnose whether elements in a two-object comparison task are represented as a perceptual unit or separately. The presence of sequential effects and absence of influences of individual elements on the subsequent trial in a successive comparison task favor the hypothesis that the elements in a pair are represented as a unit, and that a response is made to the perceptual unit. The patterns of response times on same and different trials differed in several ways; these suggested that the quality of the representations of same and different trials may differ.     

The MMPI and clinical diagnosis: a comparison of classification system outcomes with discharge diagnoses

This study examined the agreement or congruence rate between clinical-discharge diagnoses rendered by a psychiatrist, and admission and discharge MMPI-derived diagnoses from four diagnostic classification systems that have been developed for the MMPI. The four classification systems included a simple high-point code based on the most elevated clinical scale in the profile, the Henrichs revision of the Meehl-Dahlstrom rules, the Goldberg equations, and a system developed by Lachar. Subjects consisted of 150 patients selected from a larger pool of patients who had completed a 9-week adult residential treatment program. Overall, this study yielded modest hit rates between 26% and 34% for MMPI-derived diagnoses and psychiatric diagnoses across the various classification systems. In addition, stability of MMPI-based diagnoses from admission to discharge assessments ranged from 48% to 51% depending on the classification system employed. Findings are discussed in terms of their implications for the use of the MMPI in patient diagnosis. It is recommended that the MMPI be used in conjunction with other sources of clinical and test information in deriving clinical diagnoses.     

Selective attention in the speeded classification and comparison of multidimensional stimuli

Selective attention was studied when subjects were required to make either speeded classifications of single stimuli or comparisons of pairs of multidimensional stimuli. Experiment 1 established that subjects were able to attend selectively to form when the irrelevant dimension of size or shading varied in a speeded-classification (card-sorting) task. Experiment 2 confirmed this finding in a discrete-trials task. However, subjects werenot able to filter out irrelevant dimensional disparity in a comparably designed simultaneous-comparison (i.e., “same”-“different”) task. Mean “same” reaction time increased monotonically with increases in disparity between the two stimuli on the irrelevant dimension. Experiment 3 also revealed a monotonie increase in “same” RT as a function of irrelevant disparity in a successive-comparison task. These results were discussed in terms of a normalization model proposed by Dixon and Just (1978) in which it is assumed that a subject equates the two stimuli on the irrelevant dimension before deciding that they are the same along the relevant dimension. It was concluded that: (1) although subjects can efficiently filter out irrelevant disparity in a speeded-classification task, interference due to irrelevant disparity is obtained in the comparison tasks, (2) a common process such as normalization does not necessarily underlie performance in the speeded-classification and comparison tasks, (3) the ability to attend selectively to a stimulus dimension may be task determined as well as stimulus determined, and (4) contrary to the Dixon and Just proposal, normalization of irrelevant disparity occurs in a comparison task, even when the relevant dimension is represented as a separate encoding feature.     

SubsMatch 2.0: Scanpath comparison and classification based on subsequence frequencies

Our eye movements are driven by a continuous trade-off between the need for detailed examination of objects of interest and the necessity to keep an overview of our surrounding. In consequence, behavioral patterns that are characteristic for our actions and their planning are typically manifested in the way we move our eyes to interact with our environment. Identifying such patterns from individual eye movement measurements is however highly challenging. In this work, we tackle the challenge of quantifying the influence of experimental factors on eye movement sequences. We introduce an algorithm for extracting sequence-sensitive features from eye movements and for the classification of eye movements based on the frequencies of small subsequences. Our approach is evaluated against the state-of-the art on a novel and a very rich collection of eye movements data derived from four experimental settings, from static viewing tasks to highly dynamic outdoor settings. Our results show that the proposed method is able to classify eye movement sequences over a variety of experimental designs. The choice of parameters is discussed in detail with special focus on highlighting different aspects of general scanpath shape. Algorithms and evaluation data are available at: http://www.ti.uni-tuebingen.de/scanpathcomparison.html.     

Examining classification criteria: a comparison of three cut score methods

This study compared 3 different methods of creating cut scores for a screening instrument, T scores, receiver operating characteristic curve (ROC) analysis, and the Rasch rating scale method (RSM), for use with the Behavioral and Emotional Screening System (BESS) Teacher Rating Scale for Children and Adolescents (Kamphaus & Reynolds, 2007). Using the BESS norm data set, we compared the methods across 7 classification indices. Additional information about accuracy was used with a subset of children who had been given a prior diagnosis for selected disorders. The results showed that the methods were generally in concordance, with similarities identified across methods. RSM and ROC analysis methods performed similarly, with both methods identifying the same optimal cut-point. The method based on T scores appeared to be more conservative, identifying a lower cut score as optimal.     

The probability of a given 1-choice structure

A 1-choice structure arises whenever each person in a group chooses exactly one other person according to some criterion. Our purpose is to study the situation in which these choices are made at random. As noted in Harary, Norman and Cartwright [2], such a structure can be represented by a directed graph in which the points represent people and the directed lines their choices. We first describe the shape of such a 1-choice structure, and define its symmetry number. With the help of these properties we are then able to develop and prove a formula which gives a probability of obtaining a given structure in the random choice situation. In order to supply data for these results, we include in the Appendix the diagrams of all 1-choice structures with at most 7 points and the probability of each.The preparation of this article was supported by Grant MH 10834 from the National Institute of Mental Health and Grant 1026-66 from the U. S. Air Force Office of Scientific Research.     

Diagnosticity and prototypicality in category learning: a comparison of inference learning and classification learning

Category knowledge allows for both the determination of category membership and an understanding of what the members of a category are like. Diagnostic information is used to determine category membership; prototypical information reflects the most likely features given category membership. Two experiments examined 2 means of category learning, classification and inference learning, in terms of sensitivity to diagnostic and prototypical information. Classification learners were highly sensitive to diagnostic features but not sensitive to nondiagnostic, but prototypical, features. Inference learners were less sensitive to the diagnostic features than were classification learners and were also sensitive to the nondiagnostic, prototypical, features. Discussion focuses on aspects of the 2 learning tasks that might lead to this differential sensitivity and the implications for learning real-world categories.     

Matrix approximations and subspace fitting

The problem of fitting a least-squares linear subspace to a higher dimensional set of points is solved by the use of matrix approximation results, both when the subspace is required to pass through a given point, and when it is not so restricted. In the latter case the subspace is shown to pass through the centroid of the point set. It is noted that the principal axes of the set of points enter into the problem in a natural manner.The author is indebted to Prof. Carl Eckart of the Department of Physics, University of Chicago, for much helpful comment and suggestion. To him are due the example of the last section and various other items throughout.     

State migrant-exporting schemes and their implications for the rise of Illicit migration: A comparison of Spain and the philippines

The purpose of this article is to explore the connection between state-sponsored exporting of labour and the rise in human smuggling and trafficking. The cases of Spain and the Phillippines are analysed. We delineate how and why each state engaged in labour export and what the corresponding ramifications have been. In the case of Spain, we examine the creation and operation of the Instituto Español de Emigración (Spanish Institute of Emigration) from 1956–1973. In the Philippine case we investigate the country’s “overseas employment program” instituted in 1974 under the Labour Code. This policy later evolved into the Philippine Overseas Employment Administration (POEA). In this study we use a historical comparative framework to demonstrate how state migrant exporting schemes can lead to the same outcome: illicit migration. Although we can make no definitive conclusions on the size and scope of state influence on illicit migration, we nonetheless find the conceptualization of states as possible agents for human smuggling or trafficking relevant in terms of theory generation and policy implications.     

The description and classification of presidential threateners

Presidential threateners who received court-ordered psychiatric evaluations at the Medical Center for Federal Prisoners in 1981 and 1982 were studied. Using data from psychiatric reports and other background documents, the cases were analyzed according to demographic, legal, and psychiatric variables. Cases were also classified according to a system based on the characteristics of the threatener and the context in which the threat was made.     

The fitting attitudes analysis of value: an explanatory challenge

This paper is concerned with the implication from value to fittingness. I shall argue that those committed to this implication face a serious explanatory challenge. This argument is not intended as a knock-down argument against FA but it will, I think, show that those who endorse the theory incur a particular explanatory burden: to explain how counterfactual (dis)favouring of actual (dis)value is possible. After making two important preliminary points (about one of the primary motivations behind the theory and what this implies, respectively) I briefly discuss an objection to FA made by Krister Bykvist a few years ago. The point of discussing this objection is to enable me to more easily present my own, and I believe stronger, version of that objection. The overall argument takes the form of, simply, a counterexample which can be constructed on the back of (an acceptance) of my two preliminary points. Throughout the paper I try to respond to various objections.